Inverse Projection Representation and Category Contribution Rate for Robust Tumor Recognition

no code implementations • 9 Feb 2019 • Xiao-Hui Yang, Li Tian, Yun-Mei Chen, Li-Jun Yang, Shuang Xu, Wen-Ming Wu

In this paper, a stable inverse projection representation based classification (IPRC) is presented to tackle these problems by effectively using test samples.

Classification General Classification +1

An Integrated Inverse Space Sparse Representation Framework for Tumor Classification

no code implementations • 9 Mar 2018 • Xiaohui Yang, Wen-Ming Wu, Yun-Mei Chen, Xianqi Li, Juan Zhang, Dan Long, Li-Jun Yang

Extensive experiments on six public microarray gene expression datasets show the integrated ISSRC-based tumor classification framework is superior to classical and state-of-the-art methods.

Classification General Classification +2